219 search results - page 18 / 44 » Using Markov Blankets for Causal Structure Learning |
194
Voted
CVPR
2012
IEEE
13 years 6 months ago
2012
IEEE
In this paper, we tackle the problem of understanding the temporal structure of complex events in highly varying videos obtained from the Internet. Towards this goal, we utilize a...
148
Voted
ICPR
2004
IEEE
16 years 4 months ago
2004
IEEE
We present an example of a joint spatial and temporal task learning algorithm that results in a generative model that has applications for on-line visual control. We review work o...
145
Voted
ICRA
2009
IEEE
15 years 1 months ago
2009
IEEE
Contextual reasoning through graphical models such as Markov Random Fields often show superior performance against local classifiers in many domains. Unfortunately, this performanc...
145
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Standard inductive learning requires that training and test instances come from the same distribution. Transfer learning seeks to remove this restriction. In shallow transfer, tes...
151
Voted
ECCV
2006
Springer
16 years 5 months ago
2006
Springer
Belief propagation (BP) has become widely used for low-level vision problems and various inference techniques have been proposed for loopy graphs. These methods typically rely on a...